At LyteWorx, as a registered Databricks partner, we specialize in harnessing the full potential of Databricks to drive data-driven innovation and operational excellence. Our expertise allows us to deliver robust, scalable solutions that transform raw data into actionable insights, ready for AI/ML operations and business intelligence. Through our partnership with Databricks, we ensure seamless integration and advanced analytics to empower our clients with the data tools they need to succeed.
End-to-End Data Pipeline Development We have established comprehensive data pipelines using Databricks' medallion architecture. By writing efficient PySpark and SQL code, we ingest raw data (Bronze level), clean and process it (Silver level), and prepare it for AI operations and BI visualizations (Gold level). Our pipelines ensure that your data flows seamlessly from source to insight.
AI/ML-Ready Data with Managed MLFlow Lyteworx integrates Managed MLFlow within Databricks to make your data AI/ML-ready. We store, track, and register AI/ML models, ensuring they are ready to be served at a moment's notice. Our approach guarantees that your models are always up-to-date, reliable, and accessible.
Seamless Collaboration with Git Integration We synchronize all code across various developers using Git integration with Databricks. This ensures that your projects remain cohesive, version-controlled, and easy to manage, even in complex development environments.
Secure and Customizable Cluster Management Our team creates Databricks clusters with customized access controls, allowing secure access to external data residing on your secure network. We tailor these clusters to meet your specific security and data access requirements.
Automated Data Processing Lyteworx configures schedules to automatically update data processing based on mission needs, whether it's near-real-time, hourly, daily, or weekly. Our automated processes keep your data fresh and aligned with your operational tempo.
Proactive Notification Systems We set up notifications to report data flow successes and failures, enabling engineers to troubleshoot issues promptly and maintain smooth operations. Our proactive approach minimizes downtime and maximizes efficiency.
Custom Data Governance Solutions We design and implement custom data governance frameworks for environments that do not have access to Unity Catalog. Our solutions provide secure, auditable insight into your data, ensuring compliance and transparency in even the most restricted environments.
Secure Data Sharing with Delta Sharing Lyteworx deploys custom instances of the Delta Sharing server to provide secure, reliable data sharing with approved parties. Our solution eliminates data duplication, always serving the latest version of your data to ensure consistency and accuracy.